Kilian Zwirglmaier

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Publications

Citations

523

H-Index

Active since

2015

Affiliations

Technical University of Munich(Current)

Seoul National University

Kilian Zwirglmaier is an author at Technical University of Munich specializing in uncertainty quantification, statistical inference, and bayesian networks.

Top concepts

StatisticsEngineeringBayesian NetworksStatistical InferenceUncertainty QuantificationManagementPsychologySimulationProbabilityReliability

Publications per year

2015–2024

Publications

MCMC algorithms for Subset Simulation

Iason Papaioannou, Wolfgang Betz, Kilian Zwirglmaier et al. · Probabilistic Engineering Mechanics · 2015 · 378 citations

Engineering, Monte Carlo Method, Simulation +4

Capturing cognitive causal paths in human reliability analysis with Bayesian network models

Kilian Zwirglmaier, Dániel Straub, Katrina M. Groth · Reliability Engineering & System Safety · 2016 · 63 citations · Full text

Reliability, Causal Model, Bayesian Statistic +15

A discretization procedure for rare events in Bayesian networks

Kilian Zwirglmaier, Dániel Straub · Reliability Engineering & System Safety · 2016 · 40 citations · Full text

Discretization Procedure, Bayesian Statistic, Uncertainty Quantification +6

Matrix-based Bayesian Network for efficient memory storage and flexible inference

Ji‐Eun Byun, Kilian Zwirglmaier, Dániel Straub et al. · Reliability Engineering & System Safety · 2019 · 29 citations · Full text

Bayesian Statistic, Engineering, Machine Learning +20

Hybrid Bayesian Networks for Reliability Assessment of Infrastructure Systems

Kilian Zwirglmaier, Jianpeng Chan, Iason Papaioannou et al. · ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems Part A Civil Engineering · 2024 · 13 citations

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